Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-01 1.190636 1.457307 1.802977 2.299495 3.023325 4.093439 5.917553
2025-06-08 0.820057 1.093989 1.502004 2.202630 3.503874 6.196721 13.981737
2025-06-15 0.669453 0.947162 1.403912 2.305901 4.384176 10.572764 51.868834
2025-06-22 0.563785 0.828970 1.295356 2.314570 5.109633 17.028295 403.818261
2025-06-29 0.483147 0.729077 1.182040 2.247300 5.599357 25.775902 NaN
2025-07-06 0.426144 0.656896 1.098609 2.205718 6.167099 41.561480 NaN
2025-07-13 0.401194 0.636440 1.111221 2.415055 8.124192 130.208479 NaN
2025-07-20 0.373995 0.606210 1.094245 2.536344 10.096377 673.611449 NaN
2025-07-27 0.344035 0.565519 1.043603 2.528800 11.433056 14859.300141 NaN
2025-08-03 0.314322 0.521124 0.974937 2.430004 11.977120 NaN NaN
2025-08-10 0.296292 0.498012 0.952613 2.488381 14.310550 NaN NaN
2025-08-17 0.283609 0.484156 0.950123 2.624757 18.520276 NaN NaN
2025-08-24 0.266658 0.459664 0.916846 2.627422 21.503291 NaN NaN
2025-08-31 0.247845 0.429254 0.863039 2.518874 22.307728 NaN NaN
2025-09-07 0.238608 0.418672 0.860678 2.646605 29.989500 NaN NaN
2025-09-14 0.226869 0.401234 0.836182 2.657587 35.873180 NaN NaN
2025-09-21 0.213874 0.379743 0.796837 2.575507 38.267015 NaN NaN
2025-09-28 0.202943 0.361993 0.765723 2.524851 42.325305 NaN NaN
2025-10-05 0.200064 0.362315 0.787315 2.780828 75.797934 NaN NaN
2025-10-12 0.194734 0.356370 0.789132 2.930133 125.226254 NaN NaN
2025-10-19 0.186798 0.343543 0.767615 2.920825 162.498489 NaN NaN
2025-10-26 0.177520 0.326831 0.731706 2.799192 165.838973 NaN NaN
2025-11-02 0.172254 0.319359 0.724214 2.871006 273.440363 NaN NaN